Just another Network site
Browsing Tag

deep neural networks

Secret Sauce behind the beauty of Deep Learning: Beginners guide to Activation Functions

Problem with linear activation function is that it’s derivative is a constant and it’s gradient will be a constant too and the descent will be on a constant gradient.Equation for Identity or Linear activation functionRange: (-∞, +∞)Examples: f(2) = 2 or f(-4) = -4Heaviside (Binary step, 0 or 1, high...Some “big” errors we get from the output layer…
Read More...

Machines That Learn

Convolutional Neural Network (CNN): This type of neural network is very good at image recognition. Deep learning is machine learning, but instead of looking for simple patterns, it is able to look for patterns-of-patterns, or…

Deep Learning Libraries by Language

darch package can be used for generating neural networks with many layers (deep architectures). Convnet.js is a Javascript library for training Deep Learning models (mainly Neural Networks) entirely in a browser. DeepLearning is deep…